Digitally-Integrated Smart Sensing of Diverse Airborne Grass Pollen Sources. Grass pollen is the main outdoor allergen source globally, triggering hayfever and asthma in up to 500 million people. With over 10,000 species, the influence of grass type, location and climate on pollen in the air is not yet known. This is a key issue since subtropical and temperate grasses differ in response to environmental factors. The project aims to use artificial intelligence on digital camera images to learn to ....Digitally-Integrated Smart Sensing of Diverse Airborne Grass Pollen Sources. Grass pollen is the main outdoor allergen source globally, triggering hayfever and asthma in up to 500 million people. With over 10,000 species, the influence of grass type, location and climate on pollen in the air is not yet known. This is a key issue since subtropical and temperate grasses differ in response to environmental factors. The project aims to use artificial intelligence on digital camera images to learn to see local grass flowers and integrate this with air sensors trained to detect grass pollen types. The expected outcomes are new capacities to track airborne grass pollen types. These outcomes can transform how pollen can be monitored to reduce the burden of allergies, and provide evidence of changing airborne pollen loads.
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Discovery Early Career Researcher Award - Grant ID: DE230100085
Funder
Australian Research Council
Funding Amount
$440,954.00
Summary
Forensic genomic toolkit for tracking the illegal wildlife trade. This project aims to analyse the illegal parrot trade by utilising conservation genomic approaches. The project will reveal wildlife trade routes in South-east Asia by developing cutting-edge forensic genomic techniques and criminological methods. Expected outcomes of this project include new field-deployable sequencing technology to provide in-situ genetic information for identifying the taxonomy and provenance of confiscated spe ....Forensic genomic toolkit for tracking the illegal wildlife trade. This project aims to analyse the illegal parrot trade by utilising conservation genomic approaches. The project will reveal wildlife trade routes in South-east Asia by developing cutting-edge forensic genomic techniques and criminological methods. Expected outcomes of this project include new field-deployable sequencing technology to provide in-situ genetic information for identifying the taxonomy and provenance of confiscated specimens, and a first ever genetic database of traded wildlife. The project will facilitate important countermeasures to the illegal wildlife trade including confiscation, reintroduction, improved law enforcement, and education for better biodiversity outcomes in our region.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100992
Funder
Australian Research Council
Funding Amount
$426,216.00
Summary
A novel epigenetic clock tool to conserve Australia’s threatened seabirds. The aim is to develop a novel epigenetic technique for the demographic assessment of long-lived seabirds, including albatrosses and petrels, for application to the conservation of 11 threatened species breeding across Australia. A major innovation will be an affordable and fieldwork-friendly technique to demographically fingerprint any population, ending the large amount of guesswork currently necessary in management. The ....A novel epigenetic clock tool to conserve Australia’s threatened seabirds. The aim is to develop a novel epigenetic technique for the demographic assessment of long-lived seabirds, including albatrosses and petrels, for application to the conservation of 11 threatened species breeding across Australia. A major innovation will be an affordable and fieldwork-friendly technique to demographically fingerprint any population, ending the large amount of guesswork currently necessary in management. The outcome is expected to enable (i) scientists and wildlife managers to impute the impact of threats and management activities on seabird populations, allowing quantitative scenario modelling, and (ii) stakeholders to analyse numerous threats and optimise management responses to these through research-based decision-making.Read moreRead less
Mid-Career Industry Fellowships - Grant ID: IM230100184
Funder
Australian Research Council
Funding Amount
$1,034,832.00
Summary
A new catchment gully erosion model for a healthier Great Barrier Reef . Sediment impacts Great Barrier Reef water quality and coral health. Erosion of gullies within a river catchment are the dominant source of sediment. This project aims to develop a novel catchment level modelling tool, allowing land managers to compare rehabilitation options and identify optimal actions. The project will generate new knowledge in applied mathematics, using innovative model emulation techniques to bring proce ....A new catchment gully erosion model for a healthier Great Barrier Reef . Sediment impacts Great Barrier Reef water quality and coral health. Erosion of gullies within a river catchment are the dominant source of sediment. This project aims to develop a novel catchment level modelling tool, allowing land managers to compare rehabilitation options and identify optimal actions. The project will generate new knowledge in applied mathematics, using innovative model emulation techniques to bring process insights to the catchment scale. Expected outcomes include a validated land rehabilitation decision making tool, benefiting both natural resource managers by increasing ability to meet Reef 2050 policy targets and landowners though development of Natural Capital Markets.Read moreRead less
Enabling wider use of mechanistic models for biodiversity forecasts . Forecasting species distributions is challenging yet necessary. The pattern-based models commonly used are error-prone. Mechanistic models, best equipped for the task, are limited by lack of data. This project aims to enable wider use of mechanistic models by developing new methods for dealing with incomplete trait data and uncertainty. It expects to generate new knowledge about how species’ traits define the environments in w ....Enabling wider use of mechanistic models for biodiversity forecasts . Forecasting species distributions is challenging yet necessary. The pattern-based models commonly used are error-prone. Mechanistic models, best equipped for the task, are limited by lack of data. This project aims to enable wider use of mechanistic models by developing new methods for dealing with incomplete trait data and uncertainty. It expects to generate new knowledge about how species’ traits define the environments in which they persist. Anticipated outcomes include enhanced capacity to apply mechanistic models to conservation problems, methods for communicating uncertainties and models for tens of species of immediate conservation interest. This will enable more reliable biodiversity forecasts, supporting better decision-making.
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Discovery Early Career Researcher Award - Grant ID: DE230101327
Funder
Australian Research Council
Funding Amount
$428,000.00
Summary
Assessing the impacts of droughts and water extraction on groundwater. This project aims to develop a novel framework that uses big data from satellites to assess the impacts of droughts and water extraction on groundwater resources in Australia, currently poorly understood and difficult to monitor. This project expects to generate new insights into the mechanisms driving changes in groundwater availability and identify risks from sustained groundwater extraction. Expected outcomes include a new ....Assessing the impacts of droughts and water extraction on groundwater. This project aims to develop a novel framework that uses big data from satellites to assess the impacts of droughts and water extraction on groundwater resources in Australia, currently poorly understood and difficult to monitor. This project expects to generate new insights into the mechanisms driving changes in groundwater availability and identify risks from sustained groundwater extraction. Expected outcomes include a new national capability to assess and monitor groundwater resources from space and providing data for government, farmers, communities and traditional owners to better prepare for future droughts, increase disaster preparedness, and sustainably manage groundwater resources in a changing climate.Read moreRead less
The Macroderma initiative: conserving ghost bats and informing development. This project aims to improve methods for capturing biological information required for environmental assessments of highly mobile species and enable strategic environmental planning in Northern Australia. Using Australia’s iconic ghost bat as a focus, the project will test and apply emerging technologies to obtain key information on a species’ population status and its critical resources to inform assessments of ecologic ....The Macroderma initiative: conserving ghost bats and informing development. This project aims to improve methods for capturing biological information required for environmental assessments of highly mobile species and enable strategic environmental planning in Northern Australia. Using Australia’s iconic ghost bat as a focus, the project will test and apply emerging technologies to obtain key information on a species’ population status and its critical resources to inform assessments of ecological impacts of industry development. Important benefits of the project include information and tools for streamlining development approvals and accurately assessing risks to threatened species to improve outcomes for both our economy and our natural environment.Read moreRead less
Creating conservation landscapes that effectively safeguard biodiversity. The current extinction crisis creates an imperative to protect remaining habitat wherever it occurs. This project aims to reveal how to improve protection for biodiversity outside of designated Protected Areas by advancing the concept of Conserved Areas, where conservation can be a product of other goals. This project is expected to generate novel insights into how to recognise Conserved Areas, reveal the risks and benefit ....Creating conservation landscapes that effectively safeguard biodiversity. The current extinction crisis creates an imperative to protect remaining habitat wherever it occurs. This project aims to reveal how to improve protection for biodiversity outside of designated Protected Areas by advancing the concept of Conserved Areas, where conservation can be a product of other goals. This project is expected to generate novel insights into how to recognise Conserved Areas, reveal the risks and benefits associated with different type of protection and develop vital tools to ensure these areas effectively conserve biodiversity. Benefits will include a blueprint to meet global environmental commitments using well-designed systems of Protected and Conserved Areas as part of integrated conservation landscapes.Read moreRead less
More than a reserve? Measuring the benefits of private protected areas. This project aims to develop a framework for understanding the full suite of benefits derived from privately protected areas in Australia. It will develop and test a new interdisciplinary approach to measure the ecological, socio-cultural, and economic benefits of protected areas to both human and non-human beneficiaries. Outcomes will include a systematic process to effectively gather data, analyse, and report on the full s ....More than a reserve? Measuring the benefits of private protected areas. This project aims to develop a framework for understanding the full suite of benefits derived from privately protected areas in Australia. It will develop and test a new interdisciplinary approach to measure the ecological, socio-cultural, and economic benefits of protected areas to both human and non-human beneficiaries. Outcomes will include a systematic process to effectively gather data, analyse, and report on the full suite of benefits derived from protected areas. The framework will provide a robust evidence base for the range of benefits provided by private protected areas. This will be vital to manage and grow Australia’s protected area network to reduce biodiversity and environmental declines, and meet international commitments.Read moreRead less
Tapping into non-English-language science in tackling global challenges. This project aims to transform the conventional practice of English-biased evidence use to multilingual evidence synthesis to enable us to better tackle global challenges. The project expects to lay the foundations and provide platforms for multilingual, unbiased evidence-based solutions to global issues including biodiversity loss, climate adaptation and animal-origin diseases. Expected outcomes include a database of non-E ....Tapping into non-English-language science in tackling global challenges. This project aims to transform the conventional practice of English-biased evidence use to multilingual evidence synthesis to enable us to better tackle global challenges. The project expects to lay the foundations and provide platforms for multilingual, unbiased evidence-based solutions to global issues including biodiversity loss, climate adaptation and animal-origin diseases. Expected outcomes include a database of non-English-language evidence on the three global issues of focus, machine learning tools, and machine translation platforms that make non-English-language evidence accessible. This should benefit national/international policies and practices by making a neglected source of evidence available for science-led decision-making.Read moreRead less